{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Financial data examples"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/simaki/fracdiff/blob/master/sample/examples/examples.ipynb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install fracdiff\n",
    "# !pip install matplotlib pandas pandas_datareader seaborn statsmodels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import pandas_datareader\n",
    "import seaborn\n",
    "import statsmodels.tsa.stattools as stattools\n",
    "from fracdiff import Fracdiff, FracdiffStat, fdiff"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "seaborn.set_style(\"white\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "## Coefficient"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1728x432 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from fracdiff.base import fdiff_coef\n",
    "\n",
    "plt.figure(figsize=(24, 6))\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"Coefficients of fractional differentiation for d=0.0-1.0\")\n",
    "for d in np.linspace(0.0, 1.0, 5):\n",
    "    plt.plot(fdiff_coef(d, 6), label=f\"d={d:.2f}\")\n",
    "plt.legend()\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"Coefficients of fractional differentiation for d=1.0-2.0\")\n",
    "for d in np.linspace(1.0, 2.0, 5):\n",
    "    plt.plot(fdiff_coef(d, 6), label=f\"d={d:.2f}\")\n",
    "plt.legend()\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "## S&P 500"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fetch_yahoo(ticker, begin=\"1998-01-01\", end=\"2020-09-30\"):\n",
    "    \"\"\"Return pandas.Series.\"\"\"\n",
    "    return pandas_datareader.data.DataReader(ticker, \"yahoo\", begin, end)[\"Adj Close\"]\n",
    "\n",
    "\n",
    "def fetch_fred(ticker, begin=\"1998-01-01\", end=\"2020-09-30\"):\n",
    "    \"\"\"Return pandas.Series.\"\"\"\n",
    "    return pandas_datareader.data.DataReader(ticker, \"fred\", begin, end).iloc[:, 0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date\n",
       "1997-12-31    970.429993\n",
       "1998-01-02    975.039978\n",
       "1998-01-05    977.070007\n",
       "1998-01-06    966.580017\n",
       "1998-01-07    964.000000\n",
       "Name: Adj Close, dtype: float64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "spx = fetch_yahoo(\"^GSPC\")\n",
    "spx.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5725,)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "spx.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "### Plotting fracdiff"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1728x1728 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(24, 24))\n",
    "plt.tight_layout()\n",
    "plt.subplots_adjust(hspace=0.4)\n",
    "\n",
    "for i, d in enumerate(np.linspace(0.1, 0.9, 9)):\n",
    "    diff = fdiff(spx, d, mode=\"valid\")\n",
    "    diff = pd.Series(diff, index=spx.index[-diff.size :])\n",
    "    plt.subplot(9, 1, i + 1)\n",
    "    plt.title(f\"S&P 500, {d:.1f}th differentiated\")\n",
    "    plt.plot(diff, linewidth=0.4)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "### Stationarity of fracdiff"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1728x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def adfstat(d):  # noqa: D103\n",
    "    diff = fdiff(spx, d, mode=\"valid\")\n",
    "    stat, *_ = stattools.adfuller(diff)\n",
    "    return stat\n",
    "\n",
    "\n",
    "def correlation(d):  # noqa: D103\n",
    "    diff = fdiff(spx, d, mode=\"valid\")\n",
    "    corr = np.corrcoef(spx[-diff.size :], diff)[0, 1]\n",
    "    return corr\n",
    "\n",
    "\n",
    "ds = np.linspace(0.0, 1.0, 10)\n",
    "stats = np.vectorize(adfstat)(ds)\n",
    "corrs = np.vectorize(correlation)(ds)\n",
    "\n",
    "# 5% critical value of stationarity\n",
    "_, _, _, _, crit, _ = stattools.adfuller(spx)\n",
    "\n",
    "# plot\n",
    "fig, ax_stat = plt.subplots(figsize=(24, 8))\n",
    "ax_corr = ax_stat.twinx()\n",
    "\n",
    "ax_stat.plot(ds, stats, color=\"blue\", label=\"ADF statistics (left)\")\n",
    "ax_corr.plot(ds, corrs, color=\"orange\", label=\"correlation (right)\")\n",
    "ax_stat.axhline(y=crit[\"5%\"], linestyle=\"--\", color=\"k\", label=\"5% critical value\")\n",
    "\n",
    "plt.title(\"Stationarity and memory of fractionally differentiated S&P 500\")\n",
    "fig.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "### Differentiation while preserving memory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "* Order: 0.84\n",
      "* ADF p-value: 3.41 %\n",
      "* Correlation with the original time-series: 0.66\n"
     ]
    }
   ],
   "source": [
    "X = spx.values.reshape(-1, 1)\n",
    "\n",
    "fs = FracdiffStat(mode=\"valid\")\n",
    "\n",
    "Xdiff = fs.fit_transform(X)\n",
    "_, pvalue, _, _, _, _ = stattools.adfuller(Xdiff.reshape(-1))\n",
    "corr = np.corrcoef(X[-Xdiff.size :, 0], Xdiff.reshape(-1))[0][1]\n",
    "\n",
    "print(f\"* Order: {fs.d_[0]:.2f}\")\n",
    "print(f\"* ADF p-value: {100 * pvalue:.2f} %\")\n",
    "print(f\"* Correlation with the original time-series: {corr:.2f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1728x432 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spx_diff = pd.Series(Xdiff.reshape(-1), index=spx.index[-Xdiff.size :])\n",
    "\n",
    "fig, ax_s = plt.subplots(figsize=(24, 6))\n",
    "plt.title(\"S&P 500 and its differentiation preserving memory\")\n",
    "ax_d = ax_s.twinx()\n",
    "\n",
    "plot_s = ax_s.plot(spx, color=\"blue\", linewidth=0.4, label=\"S&P 500 (left)\")\n",
    "plot_d = ax_d.plot(\n",
    "    spx_diff,\n",
    "    color=\"orange\",\n",
    "    linewidth=0.4,\n",
    "    label=f\"S&P 500, {fs.d_[0]:.2f} th diff (right)\",\n",
    ")\n",
    "plots = plot_s + plot_d\n",
    "\n",
    "ax_s.legend(plots, [p.get_label() for p in plots], loc=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": "false"
   },
   "source": [
    "### Other financial data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "nt_yahoo = [\n",
    "    (\"S&P 500\", \"^GSPC\"),\n",
    "    (\"Nikkei 225\", \"^N225\"),\n",
    "    (\"Shanghai Comp\", \"^SSEC\"),\n",
    "    (\"US 10y\", \"^TNX\"),\n",
    "    (\"Apple\", \"AAPL\"),\n",
    "]\n",
    "nt_fred = [\n",
    "    (\"USD/JPY\", \"DEXJPUS\"),\n",
    "    (\"Gold\", \"GOLDPMGBD228NLBM\"),\n",
    "    (\"Crude Oil\", \"DCOILWTICO\"),\n",
    "]\n",
    "\n",
    "dfy = pd.DataFrame({name: fetch_yahoo(ticker) for name, ticker in nt_yahoo})\n",
    "dff = pd.DataFrame({name: fetch_fred(ticker) for name, ticker in nt_fred})\n",
    "\n",
    "prices = pd.concat([dfy, dff], axis=1).fillna(method=\"ffill\").loc[\"1998-01-05\":]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S&amp;P 500</th>\n",
       "      <th>Nikkei 225</th>\n",
       "      <th>Shanghai Comp</th>\n",
       "      <th>US 10y</th>\n",
       "      <th>Apple</th>\n",
       "      <th>USD/JPY</th>\n",
       "      <th>Gold</th>\n",
       "      <th>Crude Oil</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1998-01-05</th>\n",
       "      <td>977.070007</td>\n",
       "      <td>14956.839844</td>\n",
       "      <td>1220.473022</td>\n",
       "      <td>5.498</td>\n",
       "      <td>0.122484</td>\n",
       "      <td>133.99</td>\n",
       "      <td>284.40</td>\n",
       "      <td>16.95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1998-01-06</th>\n",
       "      <td>966.580017</td>\n",
       "      <td>14896.400391</td>\n",
       "      <td>1233.619995</td>\n",
       "      <td>5.473</td>\n",
       "      <td>0.146113</td>\n",
       "      <td>133.88</td>\n",
       "      <td>282.80</td>\n",
       "      <td>16.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1998-01-07</th>\n",
       "      <td>964.000000</td>\n",
       "      <td>15028.169922</td>\n",
       "      <td>1244.069946</td>\n",
       "      <td>5.527</td>\n",
       "      <td>0.135022</td>\n",
       "      <td>131.70</td>\n",
       "      <td>281.60</td>\n",
       "      <td>16.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1998-01-08</th>\n",
       "      <td>956.049988</td>\n",
       "      <td>15019.179688</td>\n",
       "      <td>1237.162964</td>\n",
       "      <td>5.465</td>\n",
       "      <td>0.140326</td>\n",
       "      <td>132.49</td>\n",
       "      <td>281.65</td>\n",
       "      <td>17.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1998-01-09</th>\n",
       "      <td>927.690002</td>\n",
       "      <td>14995.099609</td>\n",
       "      <td>1239.901001</td>\n",
       "      <td>5.379</td>\n",
       "      <td>0.140326</td>\n",
       "      <td>131.52</td>\n",
       "      <td>278.70</td>\n",
       "      <td>16.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-09-24</th>\n",
       "      <td>3246.590088</td>\n",
       "      <td>23087.820312</td>\n",
       "      <td>3331.521973</td>\n",
       "      <td>0.666</td>\n",
       "      <td>108.220001</td>\n",
       "      <td>105.42</td>\n",
       "      <td>1861.75</td>\n",
       "      <td>40.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-09-25</th>\n",
       "      <td>3298.459961</td>\n",
       "      <td>23204.619141</td>\n",
       "      <td>3331.521973</td>\n",
       "      <td>0.659</td>\n",
       "      <td>112.279999</td>\n",
       "      <td>105.59</td>\n",
       "      <td>1859.70</td>\n",
       "      <td>40.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-09-28</th>\n",
       "      <td>3351.600098</td>\n",
       "      <td>23511.619141</td>\n",
       "      <td>3331.521973</td>\n",
       "      <td>0.663</td>\n",
       "      <td>114.959999</td>\n",
       "      <td>105.50</td>\n",
       "      <td>1864.30</td>\n",
       "      <td>40.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-09-29</th>\n",
       "      <td>3335.469971</td>\n",
       "      <td>23539.099609</td>\n",
       "      <td>3331.521973</td>\n",
       "      <td>0.645</td>\n",
       "      <td>114.089996</td>\n",
       "      <td>105.68</td>\n",
       "      <td>1883.95</td>\n",
       "      <td>39.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-09-30</th>\n",
       "      <td>3363.000000</td>\n",
       "      <td>23185.119141</td>\n",
       "      <td>3331.521973</td>\n",
       "      <td>0.677</td>\n",
       "      <td>115.809998</td>\n",
       "      <td>105.58</td>\n",
       "      <td>1886.90</td>\n",
       "      <td>40.05</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5933 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                S&P 500    Nikkei 225  Shanghai Comp  US 10y       Apple  \\\n",
       "1998-01-05   977.070007  14956.839844    1220.473022   5.498    0.122484   \n",
       "1998-01-06   966.580017  14896.400391    1233.619995   5.473    0.146113   \n",
       "1998-01-07   964.000000  15028.169922    1244.069946   5.527    0.135022   \n",
       "1998-01-08   956.049988  15019.179688    1237.162964   5.465    0.140326   \n",
       "1998-01-09   927.690002  14995.099609    1239.901001   5.379    0.140326   \n",
       "...                 ...           ...            ...     ...         ...   \n",
       "2020-09-24  3246.590088  23087.820312    3331.521973   0.666  108.220001   \n",
       "2020-09-25  3298.459961  23204.619141    3331.521973   0.659  112.279999   \n",
       "2020-09-28  3351.600098  23511.619141    3331.521973   0.663  114.959999   \n",
       "2020-09-29  3335.469971  23539.099609    3331.521973   0.645  114.089996   \n",
       "2020-09-30  3363.000000  23185.119141    3331.521973   0.677  115.809998   \n",
       "\n",
       "            USD/JPY     Gold  Crude Oil  \n",
       "1998-01-05   133.99   284.40      16.95  \n",
       "1998-01-06   133.88   282.80      16.64  \n",
       "1998-01-07   131.70   281.60      16.91  \n",
       "1998-01-08   132.49   281.65      17.01  \n",
       "1998-01-09   131.52   278.70      16.65  \n",
       "...             ...      ...        ...  \n",
       "2020-09-24   105.42  1861.75      40.11  \n",
       "2020-09-25   105.59  1859.70      40.06  \n",
       "2020-09-28   105.50  1864.30      40.47  \n",
       "2020-09-29   105.68  1883.95      39.03  \n",
       "2020-09-30   105.58  1886.90      40.05  \n",
       "\n",
       "[5933 rows x 8 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S&amp;P 500</th>\n",
       "      <th>Nikkei 225</th>\n",
       "      <th>Shanghai Comp</th>\n",
       "      <th>US 10y</th>\n",
       "      <th>Apple</th>\n",
       "      <th>USD/JPY</th>\n",
       "      <th>Gold</th>\n",
       "      <th>Crude Oil</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0.0</th>\n",
       "      <td>0.968324</td>\n",
       "      <td>-1.170435</td>\n",
       "      <td>-2.116867</td>\n",
       "      <td>-1.153880</td>\n",
       "      <td>4.951773</td>\n",
       "      <td>-2.178117</td>\n",
       "      <td>0.049131</td>\n",
       "      <td>-2.434859</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.1</th>\n",
       "      <td>0.921352</td>\n",
       "      <td>-1.159694</td>\n",
       "      <td>-2.157641</td>\n",
       "      <td>-1.191706</td>\n",
       "      <td>4.862630</td>\n",
       "      <td>-2.132538</td>\n",
       "      <td>0.028313</td>\n",
       "      <td>-2.412764</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.2</th>\n",
       "      <td>0.802339</td>\n",
       "      <td>-1.311269</td>\n",
       "      <td>-2.128508</td>\n",
       "      <td>-1.240243</td>\n",
       "      <td>4.745854</td>\n",
       "      <td>-2.145354</td>\n",
       "      <td>-0.028585</td>\n",
       "      <td>-2.369947</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.3</th>\n",
       "      <td>0.717212</td>\n",
       "      <td>-1.359395</td>\n",
       "      <td>-2.250318</td>\n",
       "      <td>-1.268093</td>\n",
       "      <td>4.592151</td>\n",
       "      <td>-2.120619</td>\n",
       "      <td>-0.055576</td>\n",
       "      <td>-2.324401</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.4</th>\n",
       "      <td>0.565597</td>\n",
       "      <td>-1.313894</td>\n",
       "      <td>-2.257933</td>\n",
       "      <td>-1.430662</td>\n",
       "      <td>4.374133</td>\n",
       "      <td>-2.204098</td>\n",
       "      <td>-0.117716</td>\n",
       "      <td>-2.297110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.5</th>\n",
       "      <td>0.290000</td>\n",
       "      <td>-1.587270</td>\n",
       "      <td>-2.328407</td>\n",
       "      <td>-1.673761</td>\n",
       "      <td>4.006742</td>\n",
       "      <td>-2.392610</td>\n",
       "      <td>-0.172077</td>\n",
       "      <td>-2.330552</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.6</th>\n",
       "      <td>-0.022086</td>\n",
       "      <td>-1.551456</td>\n",
       "      <td>-2.549346</td>\n",
       "      <td>-1.959220</td>\n",
       "      <td>3.325249</td>\n",
       "      <td>-2.481928</td>\n",
       "      <td>-0.410898</td>\n",
       "      <td>-2.502265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.7</th>\n",
       "      <td>-0.728352</td>\n",
       "      <td>-2.142965</td>\n",
       "      <td>-2.883885</td>\n",
       "      <td>-2.162136</td>\n",
       "      <td>2.125019</td>\n",
       "      <td>-3.043593</td>\n",
       "      <td>-0.847778</td>\n",
       "      <td>-2.952382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.8</th>\n",
       "      <td>-1.865212</td>\n",
       "      <td>-3.419540</td>\n",
       "      <td>-4.061263</td>\n",
       "      <td>-3.273391</td>\n",
       "      <td>0.207860</td>\n",
       "      <td>-4.235373</td>\n",
       "      <td>-1.633992</td>\n",
       "      <td>-4.159692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.9</th>\n",
       "      <td>-4.699825</td>\n",
       "      <td>-6.702866</td>\n",
       "      <td>-7.249331</td>\n",
       "      <td>-6.317477</td>\n",
       "      <td>-3.184654</td>\n",
       "      <td>-7.890231</td>\n",
       "      <td>-3.769678</td>\n",
       "      <td>-7.355233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.0</th>\n",
       "      <td>-14.739458</td>\n",
       "      <td>-79.308045</td>\n",
       "      <td>-13.078267</td>\n",
       "      <td>-56.638622</td>\n",
       "      <td>-12.503627</td>\n",
       "      <td>-20.568982</td>\n",
       "      <td>-14.873720</td>\n",
       "      <td>-12.198547</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       S&P 500  Nikkei 225  Shanghai Comp     US 10y      Apple    USD/JPY  \\\n",
       "0.0   0.968324   -1.170435      -2.116867  -1.153880   4.951773  -2.178117   \n",
       "0.1   0.921352   -1.159694      -2.157641  -1.191706   4.862630  -2.132538   \n",
       "0.2   0.802339   -1.311269      -2.128508  -1.240243   4.745854  -2.145354   \n",
       "0.3   0.717212   -1.359395      -2.250318  -1.268093   4.592151  -2.120619   \n",
       "0.4   0.565597   -1.313894      -2.257933  -1.430662   4.374133  -2.204098   \n",
       "0.5   0.290000   -1.587270      -2.328407  -1.673761   4.006742  -2.392610   \n",
       "0.6  -0.022086   -1.551456      -2.549346  -1.959220   3.325249  -2.481928   \n",
       "0.7  -0.728352   -2.142965      -2.883885  -2.162136   2.125019  -3.043593   \n",
       "0.8  -1.865212   -3.419540      -4.061263  -3.273391   0.207860  -4.235373   \n",
       "0.9  -4.699825   -6.702866      -7.249331  -6.317477  -3.184654  -7.890231   \n",
       "1.0 -14.739458  -79.308045     -13.078267 -56.638622 -12.503627 -20.568982   \n",
       "\n",
       "          Gold  Crude Oil  \n",
       "0.0   0.049131  -2.434859  \n",
       "0.1   0.028313  -2.412764  \n",
       "0.2  -0.028585  -2.369947  \n",
       "0.3  -0.055576  -2.324401  \n",
       "0.4  -0.117716  -2.297110  \n",
       "0.5  -0.172077  -2.330552  \n",
       "0.6  -0.410898  -2.502265  \n",
       "0.7  -0.847778  -2.952382  \n",
       "0.8  -1.633992  -4.159692  \n",
       "0.9  -3.769678  -7.355233  \n",
       "1.0 -14.873720 -12.198547  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def stats(X):  # noqa: D103\n",
    "    return [stattools.adfuller(X[:, i])[0] for i in range(X.shape[1])]\n",
    "\n",
    "\n",
    "ds = np.linspace(0.0, 1.0, 11)\n",
    "\n",
    "df_stats = pd.DataFrame(\n",
    "    [stats(Fracdiff(d, mode=\"valid\").fit_transform(prices.values)) for d in ds],\n",
    "    index=ds,\n",
    "    columns=prices.columns,\n",
    ")\n",
    "\n",
    "df_stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1728x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_, _, _, _, crit, _ = stattools.adfuller(prices[\"S&P 500\"].values)\n",
    "\n",
    "df_stats.plot(figsize=(24, 8), ylim=(-30, 5))\n",
    "plt.axhline(y=crit[\"5%\"], linestyle=\"--\", color=\"gray\")\n",
    "plt.title(\"ADF statistics of fractionally differentiated prices\")\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
